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README.md
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---
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language: zle
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tags:
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- translation
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license: apache-2.0
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---
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### zle-zle
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* source languages: zle
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* target languages: zle
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* OPUS readme: [zle-zle](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/zle-zle/README.md)
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* dataset: opus
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* model: transformer
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* source language(s): bel bel_Latn orv_Cyrl rus ukr
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* target language(s): bel bel_Latn orv_Cyrl rus ukr
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* model: transformer
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* pre-processing: normalization + SentencePiece (spm32k,spm32k)
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* a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID)
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* download original weights: [opus-2020-07-27.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zle/opus-2020-07-27.zip)
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* test set translations: [opus-2020-07-27.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zle/opus-2020-07-27.test.txt)
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* test set scores: [opus-2020-07-27.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zle/opus-2020-07-27.eval.txt)
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## Benchmarks
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| testset | BLEU | chr-F |
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|-----------------------|-------|-------|
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| Tatoeba-test.bel-rus.bel.rus | 57.1 | 0.758 |
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| Tatoeba-test.bel-ukr.bel.ukr | 55.5 | 0.751 |
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| Tatoeba-test.multi.multi | 58.0 | 0.742 |
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| Tatoeba-test.orv-rus.orv.rus | 5.8 | 0.226 |
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| Tatoeba-test.orv-ukr.orv.ukr | 2.5 | 0.161 |
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| Tatoeba-test.rus-bel.rus.bel | 50.5 | 0.714 |
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| Tatoeba-test.rus-orv.rus.orv | 0.3 | 0.129 |
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| Tatoeba-test.rus-ukr.rus.ukr | 63.9 | 0.794 |
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| Tatoeba-test.ukr-bel.ukr.bel | 51.3 | 0.719 |
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| Tatoeba-test.ukr-orv.ukr.orv | 0.3 | 0.106 |
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| Tatoeba-test.ukr-rus.ukr.rus | 68.7 | 0.825 |
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